The graph represents a network of 4,031 Twitter users whose tweets in the requested range contained "highered", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 25 June 2019 at 18:48 UTC.
The requested start date was Monday, 24 June 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 4-day, 4-hour, 0-minute period from Wednesday, 19 June 2019 at 20:00 UTC to Monday, 24 June 2019 at 00:00 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 4031
Unique Edges : 5236
Edges With Duplicates : 2613
Total Edges : 7849
Number of Edge Types : 3
Tweet : 1652
Mentions : 6063
Replies to : 134
Self-Loops : 1652
Reciprocated Vertex Pair Ratio : 0.0399678650331392
Reciprocated Edge Ratio : 0.0768636539204326
Connected Components : 683
Single-Vertex Connected Components : 277
Maximum Vertices in a Connected Component : 2312
Maximum Edges in a Connected Component : 5682
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.230419
Graph Density : 0.000318745602474126
Modularity : 0.622123
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[293] higher,education [153] #highered,#highereducation [102] check,out [92] #edtech,#highered [89] #wpcampus,2019 [81] #highered,#edtech [79] learn,more [67] #education,#highered [64] #highered,institutions [63] u,s Top Word Pairs in Tweet in G1:
[41] higher,education [30] #highered,#highereducation [26] #highered,#college [24] read,#adjunctnation [24] #adjunctnation,today [23] #edtech,#highered [21] #adjuncts,#highered [20] classes,lsctomball [18] #highereducation,#highered [18] #edchat,#highered Top Word Pairs in Tweet in G2:
[108] higher,education [81] #highered,#highereducation [50] #elearning,#mlearning [48] #edtech,#highered [42] #education,#edtech [39] #highereducation,#university [37] 1,2019 [36] #educación,#education [33] #university,#universidad [33] artificial,intelligence Top Word Pairs in Tweet in G3:
[29] part,time [29] #facultysuccess,#highered [25] time,instructor [23] associate,part [23] instructor,pool [23] pool,2018 [19] miracosta,college [18] link,bio [15] oceanside,ca [12] #highered,#highereducation Top Word Pairs in Tweet in G4:
[35] higher,education [13] #highered,#intled [11] reports,#highered [11] education,system [9] #worldrefugeeday,today [9] today,encourage [9] encourage,members [9] members,higher [9] education,communities [9] communities,support Top Word Pairs in Tweet in G5:
[16] people,power [12] director,emmamontague [12] emmamontague,looking [12] looking,#highered [12] #highered,leader [12] leader,join [12] join,outstanding [12] outstanding,team [12] team,assistant [12] assistant,director Top Word Pairs in Tweet in G6:
[20] #cdnpse,#highered [9] thoughtful,piece [9] piece,makeschool [9] makeschool,founder [9] founder,usatoday [9] usatoday,persistent [9] persistent,importance [9] importance,degree [9] degree,hypocrisy [8] future,work Top Word Pairs in Tweet in G7:
[17] public,#highered [17] #highered,institutions [10] institutions,state [10] data,dashboard [9] find,out [9] explore,collegeaccess [9] interactive,data [9] dashboard,see [9] see,many [9] many,public Top Word Pairs in Tweet in G8:
[44] p,s [44] s,indigenous [44] indigenous,reminder [44] reminder,acadians [44] acadians,mi'kmaq [44] mi'kmaq,algonquins [44] algonquins,crees [44] crees,anishnaabes [44] anishnaabes,etc [44] etc,'eastern Top Word Pairs in Tweet in G9:
[9] liberal,arts [5] s,late [5] late,sign [5] sign,up [5] up,summer [5] summer,#stem [5] #stem,programs [5] programs,check [5] check,out [5] out,blackengineer's Top Word Pairs in Tweet in G10:
[85] #wpcampus,2019 [43] #wordpress,#highered [36] 2019,learn [34] #highered,#edtech [27] #edtech,#heweb [24] #wpcampus,2018 [20] #heweb,#edtech [18] use,#wordpress [18] #highered,#heweb [13] 2018,presented Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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